Multivariate Time Series Forecasting on PEMS-BAY BasicTS+ standard
3.9WAPECPiRi
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPiRiParadigm=CI+CD, Pre-trained Weights=false2026.01 | 3.9 | 2.36 | |
| STIDParadigm=CD, Pre-trained Weights=false2026.01 | 3.91 | 2.36 | |
| CrossformerParadigm=CD, Pre-trained Weights=false2026.01 | 4.07 | 2.47 | |
| iTransformerParadigm=CD, Pre-trained Weights=false2026.01 | 4.21 | 2.55 | |
| InformerParadigm=CD, Pre-trained Weights=false2026.01 | 4.47 | 2.7 | |
| TimeXerParadigm=CD, Pre-trained Weights=false2026.01 | 4.61 | 2.79 | |
| PatchTSTParadigm=CI, Pre-trained Weights=false2026.01 | 4.87 | 2.95 | |
| CrossGNNParadigm=CD, Pre-trained Weights=false2026.01 | 5.19 | 3.15 | |
| DLinearParadigm=CI, Pre-trained Weights=false2026.01 | 5.22 | 3.17 | |
| SundialParadigm=CI, Pre-trained Weights=true2026.01 | 5.79 | 3.52 | |
| Timer-XLParadigm=CD, Pre-trained Weights=true2026.01 | 8.22 | 4.95 | |
| Chronos-BoltParadigm=CI, Pre-trained Weights=true2026.01 | 8.52 | 5.11 |